Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc
rf 0.9000000
bt 0.9015873
maxnet 0.8773810
gam 0.8543651
glm 0.8349206

Variable Importance